Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9845819 0.8900116 0.5687475
bt 0.9219415 0.6855981 0.3955541
maxnet 0.7948026 0.4590592 NA
gam 0.8357143 0.5231707 0.2730008
glm 0.7438637 0.4480256 0.1423707

Variable Importance

Partial Dependence